{"id":"W4207077294","doi":"10.1093/ecco-jcc/jjab232.315","title":"P187 Major Depression in patients with Ulcerative Colitis and its relationship with clinical activity","year":2022,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Medicine; Ulcerative colitis; Internal medicine; Disease; Patient Health Questionnaire; Depressive symptoms; Prospective cohort study; Psychiatry; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003414954,0.0001708765,0.0003250582,0.0008707643,0.0002583587,0.0005198073,0.000185832,0.0003141305,0.004861],"category_scores_gemma":[0.001947136,0.0001306272,0.0002715569,0.001305633,0.0001572601,0.0002652978,0.0002933248,0.0004301616,0.0006071505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172091,"about_ca_system_score_gemma":0.000143814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007298635,"about_ca_topic_score_gemma":0.0005473992,"domain_scores_codex":[0.9996471,0.0001011596,0.0000652013,0.00005089081,0.00009615711,0.0000394875],"domain_scores_gemma":[0.9984006,0.000440617,0.0007118917,0.00003872461,0.0001541785,0.0002540222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001909229,0.00003495656,0.9953812,0.00005721692,0.00004613109,0.000123195,0.00002644575,0.00001017441,0.00009300082,0.000007255559,0.0003033722,0.003725964],"study_design_scores_gemma":[0.00001149663,0.0001266086,0.998436,0.00002274882,0.00002488156,0.0007975213,0.00007812546,0.00006385439,0.00002959722,0.00001602407,0.000391075,0.000002033252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895942,0.006019825,0.0001568908,0.0003012652,0.00007184285,0.00003138707,0.001601239,0.00001117901,0.002212182],"genre_scores_gemma":[0.9978791,0.001031435,0.0000964153,0.0000410298,0.00007710305,0.00001778141,0.0005858082,0.000001640284,0.0002696455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004861,"threshold_uncertainty_score":0.01626164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046226497857126,"score_gpt":0.2632642800842967,"score_spread":0.2528020151057254,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}